动物解剖学的人工智能:探索技术,应用,好处和挑战
Rekha Khandia1, Somya Rajput1, Pankaj Gurjar2
1Department of Biochemistry and Genetics, Barkatullah University, Bhopal 462026 MP, India.
概括
人工智能 (AI) 正通过先进的数字技术彻底改变动物解剖学,改善研究,教育和诊断. 这些技术提高了准确性和效率,同时解决了诸如兽医解剖科学中的数据稀缺等挑战.
科学领域:
- 兽医解剖学的兽医解剖学
- 数字解剖学的数字解剖学
- 计算生物学是一种计算生物学.
背景情况:
- 数字技术正在改变动物解剖学研究,教育和诊断.
- 计算工具为道德问题,样本不可用和高实验室成本提供解决方案.
- 现代技术有助于分析复杂的解剖数据,并模仿人类的推理.
研究的目的:
- 审查机器学习 (ML) 和深度学习 (DL) 在兽医解剖科学中的应用.
- 专注于计算机视觉和3D建模在兽医解剖学的作用.
- 探索人工智能对解剖学研究,教育和诊断的影响.
主要方法:
- 审查机器学习 (ML) 和深度学习 (DL) 在兽医解剖学的应用.
- 专注于计算机视觉和3D建模技术.
- 对用于图像分析,细分,分类和可视化的人工智能算法的分析.
主要成果:
- 人工智能提高了动物解剖学的成像准确性,分析和诊断,减少了错误和时间.
- 通过增强现实和3D模型进行深度学习,可以改善解剖训练和学习.
- 人工智能工具有助于体积分析,解剖重建和进化研究,改善兽医诊断.
结论:
- 人工智能驱动的技术已经彻底改变了兽医解剖学,提高了效率,精度和可访问性.
- 关键的人工智能技术包括ML,DL,计算机视觉和3D建模,以改善解剖可视化.
- 持续的挑战包括数据稀缺性,异质性和质量,未来的AI进步预计将进一步改善兽医解剖科学.
相关概念视频
01:25Benefits of Self-Esteem
193
Self-esteem—an individual's overall evaluation of their worth—plays a complex role in psychological functioning and well-being. It is often associated with many positive traits, such as confidence, optimism, and perseverance. Individuals with high self-esteem typically experience better sleep, manage peer pressure more effectively, and report greater life satisfaction. Conversely, low self-esteem has been consistently linked with increased risks of depression, anxiety, and poor...
193
01:27Intelligence
8.5K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.5K
01:29Measures of Intelligence
8.4K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
8.4K
01:21Tooth Anatomy
2.1K
The human tooth enables us to eat a variety of foods, speak clearly, and even aid in shaping our faces. Teeth are composed of various elements that work together. Here's a detailed look at the anatomy of a human tooth.
The Crown, Neck, and Root
The visible part of the tooth is referred to as the crown. It's covered by enamel, the hardest substance in the human body. The crown is uniquely shaped for each type of tooth, allowing for different functions such as cutting, tearing, or...
The Crown, Neck, and Root
The visible part of the tooth is referred to as the crown. It's covered by enamel, the hardest substance in the human body. The crown is uniquely shaped for each type of tooth, allowing for different functions such as cutting, tearing, or...
2.1K
01:26Anatomy of the Gastrointestinal System
2.7K
The human digestive system is an intricate and essential network for nutrient absorption and waste elimination. It encompasses the gastrointestinal (GI) tract and several accessory organs.
Here's a detailed walkthrough of this complex system:
Here's a detailed walkthrough of this complex system:
2.7K
01:20Anatomy of the Eyeball
9.6K
The eye is a spherical, hollow structure composed of three tissue layers. The outer layer — the fibrous tunic, comprises the sclera — a white structure — and the cornea, which is transparent. The sclera encompasses some of the ocular surface, most of which is not visible. However, the 'white of the eye' is distinctively visible in humans compared to other species. The cornea, a clear covering at the front of the eye, enables light penetration. The eye's middle...
9.6K